AI Leader X

Building Practical, Production-Grade Generative-AI

Hands-on builds across RAG pipelines, LangChain/LangGraph agents, vLLM deployments, VectorDB search, private LLM stacks (Ollama, LM Studio), LLM fine-tuning, and multimodal AI (TTS, avatars, Stable Diffusion) — with pragmatic notes on orchestration and document automation.

RAG LangGraph LangChain vLLM VectorDB Private LLM Ollama LM Studio MCP Document AI TTS & Avatars Stable Diffusion LLM Finetune

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Generative-AI Blogs — Quick Links

Generative AI Introduction

Foundations, history, and applications of generative AI.

Food Calorie Calculator

Estimate calories and nutrition using AI.

Image to Markdown

Convert images to Markdown with AI extraction.

Locally Running AI Chatbot (DeepSeek-R1)

Local chatbot with DeepSeek-R1 and sample code.

PDF Parsing RAG (LangChain · VectorDB · DeepSeek-R1)

End-to-end RAG with vector search and local inference.

PPT Generation with DeepSeek-R1

Generate 16:9 slides with a Markdown ToC via local LLMs.

Image Retrieval with VectorDB & CLIP

Semantic image search with vector embeddings.

AI Multi-Tool Search Assistant

Wikipedia, DuckDuckGo, PubMed, Tavily + custom tools.

RAG PDF Parsing with Tavily Fallback

Hybrid retrieval with local LLMs and web fallback.

YouTube SEO Keyword Generator

Local LLM + transcript analysis for SEO keywords.

Training & Deploying TinyLlama-1.1B Locally

PEFT/LoRA, GGUF, and private deployment via Ollama.

Enterprise Chatbot on vLLM (DeepSeek-R1)

OpenAI-compatible API, long context, low latency.

MCP + SSE PPT Generator Recently Added

Real-time PPT generation with Model Context Protocol + SSE.

CrewAI-Based Blog Writer (Local vLLM) Recently Added

3-agent pipeline (Researcher/Writer/Editor) for SEO posts.

LangGraph LLM Agent (Tool Calling) Recently Added

Stateful, tool-using agent with LangGraph + local LLaMA-3.